Chapter 6: Linear Regression
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Questions and Answers

What is the equation of the regression line relating the number of hours watching TV (x) to the test score (y)?

  • y = -4.07x - 93.97
  • Å· = 4.07x - 93.97
  • Å· = -4.07x + 93.97 (correct)
  • y = 4.07x + 93.97

What is the predicted test score for a student who watches 9 hours of TV over the weekend?

  • 84.6
  • 76.56
  • 66.63
  • 57.34 (correct)

What is the slope of the regression line?

  • 93.97
  • -4.07 (correct)
  • 4.07
  • -93.97

What does the y-intercept of 93.97 represent?

<p>The predicted test score for a student who watches 0 hours of TV (B)</p> Signup and view all the answers

What does a negative slope indicate about the relationship between TV hours and test scores?

<p>As TV hours increase, test scores decrease (C)</p> Signup and view all the answers

Which of the following points lies on the regression line?

<p>(4.5, 75.7) (B)</p> Signup and view all the answers

What is the coefficient of determination (r^2) for this regression?

<p>The value is not given (C)</p> Signup and view all the answers

If the number of data points increased, what would happen to the regression line?

<p>The line would change to better fit the additional data points (A)</p> Signup and view all the answers

What assumption is made when using linear regression?

<p>The relationship between the variables is linear (B)</p> Signup and view all the answers

Which of the following values is an outlier in the given data?

<p>A test score of 50 with 10 hours of TV (D)</p> Signup and view all the answers

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